Pith Number

pith:5I4RFAHH

pith:2022:5I4RFAHHFLCFLSKX7NCSW7EZKX

not attested not anchored not stored refs pending

Iterated Reasoning with Mutual Information in Cooperative and Byzantine Decentralized Teaming

Esmaeil Seraj, Matthew Gombolay, Sachin Konan

arxiv:2201.08484 v4 · 2022-01-20 · cs.MA · cs.AI · cs.LG · cs.RO

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{5I4RFAHHFLCFLSKX7NCSW7EZKX}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

Record completeness

1 Bitcoin timestamp

2 Internet Archive

3 Author claim open · sign in to claim

4 Citations open

5 Replications open

✓ Portable graph bundle live · download bundle · merged state

The bundle contains the canonical record plus signed events. A mirror can host it anywhere and recompute the same current state with the deterministic merge algorithm.

Cited by

1 paper in Pith

Enabling Realtime Reinforcement Learning at Scale with Staggered Asynchronous Inference

Receipt and verification

First computed	2026-07-05T04:34:36.474374Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ea391280e72ac455c957fb452b7c9955d85ee762754420052fb7d5b30d7b5b69

Aliases

arxiv: 2201.08484 · arxiv_version: 2201.08484v4 · doi: 10.48550/arxiv.2201.08484 · pith_short_12: 5I4RFAHHFLCF · pith_short_16: 5I4RFAHHFLCFLSKX · pith_short_8: 5I4RFAHH

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/5I4RFAHHFLCFLSKX7NCSW7EZKX \
  | jq -c '.canonical_record' \
  | python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: ea391280e72ac455c957fb452b7c9955d85ee762754420052fb7d5b30d7b5b69

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "fe06cc1dadf95701db27a1b37c3331450186e675acfd2ec11a0aad86ac8b0a4b",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG",
      "cs.RO"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.MA",
    "submitted_at": "2022-01-20T22:54:32Z",
    "title_canon_sha256": "1eb225f71db58b579cf6f32d7b77da31b4f6abcefae78dfef5134d6c7e7d5a28"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2201.08484",
    "kind": "arxiv",
    "version": 4
  }
}